Does big data have to be big? -...

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Does big data have to be big?

Transcript of Does big data have to be big? -...

Page 1: Does big data have to be big? - cdn.bdigital.orgcdn.bdigital.org/PDF/BigDataCongress15/Incubio_XavierRuiz.pdf · Small Data can be Big Data 6 Faces 9 Positions 43,252,003,274,489,856,000

Does big data

have to be big?

Page 2: Does big data have to be big? - cdn.bdigital.orgcdn.bdigital.org/PDF/BigDataCongress15/Incubio_XavierRuiz.pdf · Small Data can be Big Data 6 Faces 9 Positions 43,252,003,274,489,856,000
Page 3: Does big data have to be big? - cdn.bdigital.orgcdn.bdigital.org/PDF/BigDataCongress15/Incubio_XavierRuiz.pdf · Small Data can be Big Data 6 Faces 9 Positions 43,252,003,274,489,856,000
Page 4: Does big data have to be big? - cdn.bdigital.orgcdn.bdigital.org/PDF/BigDataCongress15/Incubio_XavierRuiz.pdf · Small Data can be Big Data 6 Faces 9 Positions 43,252,003,274,489,856,000

Business Incubator

Focused on the initial and early stages

20+ Staff servicing current projects and pipeline

A key partner for entrepreneurs in Barcelona and the South of Europe

Incubio: The Big Data Academy

1.

2.

3.

4.

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Page 6: Does big data have to be big? - cdn.bdigital.orgcdn.bdigital.org/PDF/BigDataCongress15/Incubio_XavierRuiz.pdf · Small Data can be Big Data 6 Faces 9 Positions 43,252,003,274,489,856,000

Portfolio

Page 7: Does big data have to be big? - cdn.bdigital.orgcdn.bdigital.org/PDF/BigDataCongress15/Incubio_XavierRuiz.pdf · Small Data can be Big Data 6 Faces 9 Positions 43,252,003,274,489,856,000
Page 8: Does big data have to be big? - cdn.bdigital.orgcdn.bdigital.org/PDF/BigDataCongress15/Incubio_XavierRuiz.pdf · Small Data can be Big Data 6 Faces 9 Positions 43,252,003,274,489,856,000
Page 9: Does big data have to be big? - cdn.bdigital.orgcdn.bdigital.org/PDF/BigDataCongress15/Incubio_XavierRuiz.pdf · Small Data can be Big Data 6 Faces 9 Positions 43,252,003,274,489,856,000

Why is this book

a best seller?

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What do readers think?

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Publishers’ questions

What do readers think?

Why do people love this book?

1.

2.

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Big Data for publishers

Social Networks Big Data Artificial Intelligence

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Natural Language Processing

Artificial Intelligence NLP

+

Communication

=

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Sentiment Analysis

Sentiment analysis of book reviews

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Answers

Make decisions about publishing

?

Page 16: Does big data have to be big? - cdn.bdigital.orgcdn.bdigital.org/PDF/BigDataCongress15/Incubio_XavierRuiz.pdf · Small Data can be Big Data 6 Faces 9 Positions 43,252,003,274,489,856,000
Page 17: Does big data have to be big? - cdn.bdigital.orgcdn.bdigital.org/PDF/BigDataCongress15/Incubio_XavierRuiz.pdf · Small Data can be Big Data 6 Faces 9 Positions 43,252,003,274,489,856,000
Page 18: Does big data have to be big? - cdn.bdigital.orgcdn.bdigital.org/PDF/BigDataCongress15/Incubio_XavierRuiz.pdf · Small Data can be Big Data 6 Faces 9 Positions 43,252,003,274,489,856,000

43,252,003,274,489,856,000

Page 19: Does big data have to be big? - cdn.bdigital.orgcdn.bdigital.org/PDF/BigDataCongress15/Incubio_XavierRuiz.pdf · Small Data can be Big Data 6 Faces 9 Positions 43,252,003,274,489,856,000

Rubik’s World Record 5,25 seconds

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Small Data can be Big Data

6 Faces 9 Positions43,252,003,274,489,856,000

Possible solutions

4,3·1019

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Multi stop

Routing problemPackage fitting Scheduling

Real Problems

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Complexity example

Problem complexity

6x = 720 options

7x = 5,040 options

8x = 40,320 options

9x = 362,880 options

Nx = N! options

Traveling Salesman Problem

64

3

5

12

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The real world

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+

Innovation

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Solution

=+

TimeSystems Optimal solution

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Size doesn’t matter,

value is king

Page 27: Does big data have to be big? - cdn.bdigital.orgcdn.bdigital.org/PDF/BigDataCongress15/Incubio_XavierRuiz.pdf · Small Data can be Big Data 6 Faces 9 Positions 43,252,003,274,489,856,000